Dr. Dubey completed her Ph.D. degree in Electrical Engineering and Computer Science from GIST (Gwangju Institute of Science and Technology), South Korea in Dec. 2022, under the supervision of Prof. Moongu Jeon. Her Ph.D. dissertation focused on exploring inductive biases in deep neural networks for visual perception. She received an M.S. degree (Gold Medalist) in Computational Science and Applications in Signal Processing from Banaras Hindu University (B.H.U.), Varanasi, India, in 2016.
Dr. Dubey's current research focuses on advanced machine learning/deep learning and statistical methods to analyze and quantify medical images (e.g., CTs, MRIs, and histopathology images).
- Advanced machine learning & deep learning methods for several biomedical applications
- Visual perception modeling
- Scalable medical imaging
- High-performance computing